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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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48 results for sectional rank

New algorithm improves asset ranking for better cross-sectional portfolios.

problem Sub-optimal ranking of assets in cross-sectional systematic strategies.
method Learning-to-rank algorithms to enhance portfolio construction.
result Modern machine learning ranking algorithms boost Sharpe Ratios by approximately threefold.

Study on harmonic metrics for rank 3 Higgs bundles in Hitchin section.

problem Finding compatible harmonic metrics for rank 3 Higgs bundles in the Hitchin section.
method Defined a symmetric pairing and studied spectral curves as 2-sheeted branched coverings.
result Gave a condition for Higgs bundles on C\mathbb{C} or C\mathbb{C}^* to have compatible harmonic metrics.

We show that the indices of certain twisted Dirac operators vanish on a SpinSpin-manifold MM of positive sectional curvature if the symmetry rank of MM is 2\geq 2 or if the symmetry rank is one and MM is two connected. We also give examples of simply connected manifolds of positive Ricci curvature which do not admit …

2001-04-26abs ↗pdf ↗

Finite groups with a hyperelliptic involution have a 2-rank of at most 4.

problem Finite groups acting on hyperelliptic 3-manifolds and their sectional 2-rank.
method Analyzing sectional 2-rank of finite groups containing hyperelliptic involutions.
result The sectional 2-rank of such groups is at most 4, with 4 being the best possible upper bound.

Study on diagonal and separating coordinates for symmetric spaces of rank 1.

problem Existence and nonexistence of diagonal and separating coordinates for symmetric spaces of rank 1.
method Generalization of results by Gauduchon and Moroianu, 2020, and analysis of constant sectional curvature and orthogonal separation of variables.
result Diagonal coordinates exist if and only if the symmetric space has constant sectional curvature.

In this paper we show that a simply connected 8-dimensional manifold M of positive sectional curvature and symmetry rank 2\geq 2 resembles a rank one symmetric space in several ways. For example, the Euler characteristic of M is equal to the Euler characteristic of S^8, H P^2 or C P^4. And if M is rationally elliptic …

2008-11-06abs ↗pdf ↗

Sasakian structures found on tangent sphere bundles of certain symmetric spaces.

problem Existence of Sasakian structures on tangent sphere bundles of compact rank-one symmetric spaces.
method Proof of existence using K-contact structures and induced structures from almost Hermitian structures.
result Tangent sphere bundles of compact rank-one symmetric spaces admit unique K-contact structures that are Sasakian.

Study manifolds with positive intermediate Ricci curvature and large symmetry rank.

problem Closed, simply connected manifolds with positive 2nd-intermediate Ricci curvature and large symmetry rank.
method New tools for studying isometric actions on closed manifolds with positive kth-intermediate Ricci curvature, including isotropy rank lemma, symmetry rank bound, and connectedness principle.
result Even dimensional manifolds with large symmetry rank must have trivial odd degree integral cohomology and are either spheres or complex projective spaces.

We use a local argument to prove if an rr-dimensional torus acts isometrically and effectively on a connected nn-dimensional manifold which has positive kthk^\mathrm{th}-intermediate Ricci curvature at some point, then rn+k2r \leq \lfloor \frac{n+k}{2} \rfloor. This symmetry rank bound generalizes those established by Gr…

2019-01-15abs ↗pdf ↗

New proof shows no equifocal submanifolds with non-flat sections in certain symmetric spaces.

problem Existence of equifocal submanifolds with non-flat sections in symmetric spaces.
method Introduced slice topology, universal covering, and topological Tits buildings to derive contradiction.
result No equifocal submanifolds with non-flat sections in certain symmetric spaces.

We study isometric Lie group actions on symmetric spaces admitting a section, i.e. a submanifold which meets all orbits orthogonally at every intersection point. We classify such actions on the compact symmetric spaces with simple isometry group and rank greater than one. In particular we show that these actions are hy…

2005-06-15abs ↗pdf ↗

The Serre construction of rank two holomorphic bundles with a section is adapted to construct generalized holomorphic bundles on a generalized complex 4-manifold from the data of a set of points on an elliptic curve. The motivation is the special case of rank two Poisson modules on a complex surface with a holomorphic …

2009-05-20abs ↗pdf ↗

The sectional curvature of a compact Riemannian manifold M can be seen as a random variable on the Grassmann bundle of 2-planes in TM endowed with the Fubini-Study volume density. In this article we calculate the moments of this random variable by integrating suitable local Riemannian invariants and discuss the distrib…

2017-07-20abs ↗pdf ↗

Enhances currency strategy Sharpe ratio by 30% using context-aware Learning to Rank.

problem Sub-optimal ranking of assets during critical market periods.
method Context-aware Learning to Rank model based on Transformer architecture.
result Significantly improves Sharpe ratio and various performance metrics.

In this paper, we give a new generalization of positive sectional curvature called positive weighted sectional curvature. It depends on a choice of Riemannian metric and a smooth vector field. We give several simple examples of Riemannian metrics which do not have positive sectional curvature but support a vector field…

2014-10-06abs ↗pdf ↗

An LCK manifold with potential is a compact quotient of a Kahler manifold XX equipped with a positive Kahler potential ff, such that the monodromy group acts on XX by holomorphic homotheties and multiplies ff by a character. The LCK rank is the rank of the image of this character, considered as a function from the …

2016-01-27abs ↗pdf ↗

On contact manifolds we describe a notion of (contact) finite-type for linear partial differential operators satisfying a natural condition on their leading terms. A large class of linear differential operators are of finite-type in this sense, and for any such operator we construct a partial connection on a (finite ra…

2009-10-28abs ↗pdf ↗

Thinking LLMs struggle with stock prediction, especially as data complexity increases.

problem Evaluating the performance of 'thinking' LLMs in stock prediction, especially under varying levels of cross-sectional complexity.
method Rolling 48m/1m walk-forward evaluation, comparing direct LLMs, TLLMs, and classical learners on cross-sectional ranking loss, MSE, and backtests with transaction costs.
result TLLMs' ranking quality deteriorates as cross-sectional complexity grows, while direct LLMs remain stable.

We determine the asymptotic behavior in the limit of large Higgs fields of the sectional curvatures of the natural L2L^2 hyperkähler metric GL2G_{L^2} of the moduli space M\mathcal M of rank-22 Higgs bundles on a Riemann surface ΣΣ away from the discriminant locus. It is shown that their leading order part is given b…

2017-01-12abs ↗pdf ↗

Compact rank one symmetric spaces are rigid under certain curvature conditions.

problem Rigidity of compact rank one symmetric spaces under curvature constraints.
method Examined compact symmetric spaces with metric g0g_0 of rank one, and another metric gg with sectional curvature bounded by 0 to 1.
result If gg equals g0g_0 outside a convex subset, then gg is isometric with g0g_0.

LpL^p-cohomology of rank one symmetric spaces of noncompact type is shown to be Hausdorff for values of pp where this does not follow from curvature pinching. Using the multiplicative structure on LpL^p-cohomology, it is shown that no simply connected Riemannian manifold with strictly -1/4-pinched sectional curvature …

2011-03-23abs ↗pdf ↗

Paper extends multivariate rank tests for robust subspace detection.

problem Testing distributional similarity in multivariate data.
method Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport.
result Trade-off between detection power and false alarm rate via projections.

New invariant csmc_{sm} simplifies computing geometric invariants of recursive group orbits.

problem Computing geometric invariants of recursive group orbits is hard.
method Introduced new invariant csmc_{sm} and used it to compute invariants explicitly.
result Explicit formulas for local Euler obstructions and sectional Euler characteristics.

The notion of curvature discussed in this paper is a far going generalization of the Riemannian sectional curvature. It was first introduced by Agrachev, Barilari and Rizzi in arXiv:1306.5318, and it is defined for a wide class of optimal control problems: a unified framework including geometric structures such as Riem…

2016-05-24abs ↗pdf ↗

A connected Riemannian manifold M has constant vector curvature ε, denoted by cvc(ε), if every tangent vector v in TM lies in a 2-plane with sectional curvature ε. By scaling the metric on M, we can always assume that ε= -1, 0, or 1. When the sectional curvatures satisfy the additional bound that each sectional curvatu…

2011-10-20abs ↗pdf ↗

We generalize to webs of any codimension results already known in codimension one. Given a holomorphic dd-web W\cal W of codimension qq (qn1)(q\leq n-1) in an ambiant nn-dimensional holomorphic manifold UU, we define for any integer pp (1pq)(1\leq p\leq q) the condition for such a web to be \emph{pp-ordinary} ((resp.…

2017-12-04abs ↗pdf ↗

Let M be a complete Riemannian manifold whose sectional curvature is bounded above by 1. We say that M has positive spherical rank if along every geodesic one hits a conjugate point at t=π. The following theorem is then proved: If M is a complete, simply connected Riemannian manifold with upper curvature bound 1 and po…

2003-05-12abs ↗pdf ↗

Solutions of Hitchin's self-duality equations corresponds to special real sections in the Deligne-Hitchin moduli space -- twistor lines. A question posed by Simpson in 1997 asks whether all real sections give rise to global solutions of the self-duality equations. An affirmative answer would allow for complex analytic …

2018-01-08abs ↗pdf ↗

Tian's theorem connects Chern classes of bundles to random section zeros and degeneracy sets.

problem Understanding the distribution of zeros and degeneracy sets of random holomorphic sections.
method Analyzing the pullback of Chern classes and computing currents of integration.
result The limit distribution of zeros of random sections is determined by the Chern form.

Graph neural networks improve volatility forecasts and portfolio performance.

problem Improving volatility forecasting for better portfolio performance.
method Compared Heterogeneous Autoregressive and Long Short-Term Memory models with GraphSAGE models built on rolling correlation, sector, and Granger-causal graphs.
result GraphSAGE models with macro regime features outperform other models in terms of forecast accuracy, ranking quality, and portfolio Sharpe ratio.

PRISM-VQ combines financial priors with vector quantization for better stock prediction.

problem Predicting cross-sectional stock returns is hard due to low signal-to-noise ratios and changing market conditions.
method Integrates expert priors, vector-quantized latent factors, and dynamic factor loadings.
result Consistent improvements in cross-sectional return prediction and portfolio performance.

Introduces arithmetic analogues of Orr invariants and spaces for absolute Galois groups.

problem Understanding arithmetic properties of absolute Galois groups through analogies with mapping class groups.
method Introduces arithmetic pro-\ell Orr invariants and spaces, and investigates their properties and relations.
result Determines the rank of the pro-\ell Orr space as a Z\mathbb{Z}_{\ell}-module.